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Semantic Segmentation

Papers

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Showing 4201–4250 of 14763 papers

TitleStatusHype
Bottom-up Instance Segmentation using Deep Higher-Order CRFs—0
An Efficient Instance Segmentation Approach for Extracting Fission Gas Bubbles on U-10Zr Annular Fuel—0
Distributed Iterative Gating Networks for Semantic Segmentation—0
Distributed Contrastive Learning for Medical Image Segmentation—0
Bottom-Up Instance Segmentation of Catheters for Chest X-Rays—0
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation—0
Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images—0
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation—0
An Efficient Evolutionary Based Method For Image Segmentation—0
3rd Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation—0
Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation—0
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation—0
An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses—0
Distilling Pixel-Wise Feature Similarities for Semantic Segmentation—0
Border-SegGCN: Improving Semantic Segmentation by Refining the Border Outline using Graph Convolutional Network—0
1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation—0
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation—0
Distilling Inter-Class Distance for Semantic Segmentation—0
An Efficient Background Term for 3D Reconstruction and Tracking With Smooth Surface Models—0
Bootstrapping single-channel source separation via unsupervised spatial clustering on stereo mixtures—0
Distilling GANs with Style-Mixed Triplets for X2I Translation with Limited Data—0
Adaptive Margin Contrastive Learning for Ambiguity-aware 3D Semantic Segmentation—0
Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation—0
Fast Single-shot Ship Instance Segmentation Based on Polar Template Mask in Remote Sensing Images—0
Distilling Facial Knowledge With Teacher-Tasks: Semantic-Segmentation-Features For Pose-Invariant Face-Recognition—0
An efficient approach for nonconvex semidefinite optimization via customized alternating direction method of multipliers—0
Distilling Efficient Vision Transformers from CNNs for Semantic Segmentation—0
Distilling effective supervision for robust medical image segmentation with noisy labels—0
Fast Semantic-Assisted Outlier Removal for Large-scale Point Cloud Registration—0
Adaptive Intermediate Representations for Video Understanding—0
Fast Recurrent Fully Convolutional Networks for Direct Perception in Autonomous Driving—0
Distance transform regression for spatially-aware deep semantic segmentation—0
Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis—0
An Efficient Algorithm for the Piecewise-Smooth Model with Approximately Explicit Solutions—0
Fast Semantic Image Segmentation with High Order Context and Guided Filtering—0
Distance Map Loss Penalty Term for Semantic Segmentation—0
Bootstrapped Self-Supervised Training with Monocular Video for Semantic Segmentation and Depth Estimation—0
DispSegNet: Leveraging Semantics for End-to-End Learning of Disparity Estimation from Stereo Imagery—0
An Efficient 3D CNN for Action/Object Segmentation in Video—0
Displets: Resolving Stereo Ambiguities Using Object Knowledge—0
Disparity Image Segmentation For ADAS—0
DIS-Mine: Instance Segmentation for Disaster-Awareness in Poor-Light Condition in Underground Mines—0
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation—0
Fast semantic segmentation of 3d point clouds with strongly varying density—0
FAST-Splat: Fast, Ambiguity-Free Semantics Transfer in Gaussian Splatting—0
Disjunctive Normal Level Set: An Efficient Parametric Implicit Method—0
Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension—0
Disentangling Structure and Appearance in ViT Feature Space—0
3rd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation—0
A Near Sensor Edge Computing System for Point Cloud Semantic Segmentation—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified